{"id":"https://openalex.org/W7215130438","doi":"https://doi.org/10.1038/s41598-026-73829-5","title":"Sustainable construction and artificial intelligence: the role of agile project management in construction project resilience in Pakistan","display_name":"Sustainable construction and artificial intelligence: the role of agile project management in construction project resilience in Pakistan","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7215130438","doi":"https://doi.org/10.1038/s41598-026-73829-5"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-026-73829-5","doi":"https://doi.org/10.1038/s41598-026-73829-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-73829-5","pdf_url":"https://www.nature.com/articles/s41598-026-73829-5_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-026-73829-5_reference.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5153873366","display_name":"Miao Miao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210147228","display_name":"Chengdu Normal University","ror":"https://ror.org/04enz2k98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147228"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Miao","raw_affiliation_strings":["Chengdu Normal University, School of Economics and Management, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu Normal University, School of Economics and Management, Chengdu, China","institution_ids":["https://openalex.org/I4210147228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002748079","display_name":"Mishal Hasnain Naqvi","orcid":"https://orcid.org/0000-0002-5284-565X","observed_orcids":["https://orcid.org/0000-0002-5284-565X"]},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]},{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Mishal Hasnain Naqvi","raw_affiliation_strings":["Lahore Business School, University of Lahore, Lahore, Pakistan","School of Professional Advancement, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lahore Business School, University of Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142204992"]},{"raw_affiliation_string":"School of Professional Advancement, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055655690","display_name":"Muhammad Hasnain Abbas Naqvi","orcid":"https://orcid.org/0000-0002-5408-3134","observed_orcids":["https://orcid.org/0000-0002-5408-3134"]},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]},{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Hasnain Abbas Naqvi","raw_affiliation_strings":["Lahore Business School, University of Lahore, Lahore, Pakistan","School of Professional Advancement, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lahore Business School, University of Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142204992"]},{"raw_affiliation_string":"School of Professional Advancement, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5153686802","display_name":"Ehsan ullah Jamal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ehsan ullah Jamal","raw_affiliation_strings":["School of Professional Advancement, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Professional Advancement, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002748079","https://openalex.org/A5055655690"],"corresponding_institution_ids":["https://openalex.org/I142204992","https://openalex.org/I87482320"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67089731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.4650999903678894,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.4650999903678894,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.42750000953674316,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12239","display_name":"Construction Management and Sustainability","score":0.06520000100135803,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sustainable-construction","display_name":"sustainable construction","score":0.9390000104904175},{"id":"https://openalex.org/keywords/artificial-intelligence-in-construction","display_name":"artificial intelligence in construction","score":0.8500000238418579},{"id":"https://openalex.org/keywords/agile-project-management","display_name":"agile project management","score":0.9980000257492065},{"id":"https://openalex.org/keywords/dynamic-capabilities-theory","display_name":"dynamic capabilities theory","score":0.8399999737739563},{"id":"https://openalex.org/keywords/technology-organization-environment-framework","display_name":"technology-organization-environment framework","score":0.9620000123977661},{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.5730000138282776}],"concepts":[{"id":"https://openalex.org/C15952604","wikidata":"https://www.wikidata.org/wiki/Q179012","display_name":"Project management","level":2,"score":0.5921000242233276},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5877000093460083},{"id":"https://openalex.org/C117110933","wikidata":"https://www.wikidata.org/wiki/Q811501","display_name":"Construction management","level":2,"score":0.5238999724388123},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.49709999561309814},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.4408999979496002},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.43970000743865967},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3935000002384186},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3831999897956848},{"id":"https://openalex.org/C148151937","wikidata":"https://www.wikidata.org/wiki/Q7239211","display_name":"Pre-construction services","level":4,"score":0.362199991941452},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3617999851703644},{"id":"https://openalex.org/C168074093","wikidata":"https://www.wikidata.org/wiki/Q2394609","display_name":"Project management triangle","level":3,"score":0.3488999903202057},{"id":"https://openalex.org/C201064575","wikidata":"https://www.wikidata.org/wiki/Q2633226","display_name":"Extreme project management","level":5,"score":0.34790000319480896},{"id":"https://openalex.org/C56691978","wikidata":"https://www.wikidata.org/wiki/Q1545010","display_name":"OPM3","level":4,"score":0.34220001101493835},{"id":"https://openalex.org/C79504196","wikidata":"https://www.wikidata.org/wiki/Q603948","display_name":"Program management","level":3,"score":0.3294999897480011},{"id":"https://openalex.org/C2984708878","wikidata":"https://www.wikidata.org/wiki/Q385378","display_name":"Construction industry","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.30219998955726624},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C58565012","wikidata":"https://www.wikidata.org/wiki/Q2112558","display_name":"Project planning","level":3,"score":0.28459998965263367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2833999991416931},{"id":"https://openalex.org/C153517457","wikidata":"https://www.wikidata.org/wiki/Q4041443","display_name":"Integrated project delivery","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C74510933","wikidata":"https://www.wikidata.org/wiki/Q1936145","display_name":"Project portfolio management","level":3,"score":0.2628999948501587},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1038/s41598-026-73829-5","doi":"https://doi.org/10.1038/s41598-026-73829-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-73829-5","pdf_url":"https://www.nature.com/articles/s41598-026-73829-5_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1038/s41598-026-73829-5","doi":"https://doi.org/10.1038/s41598-026-73829-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-73829-5","pdf_url":"https://www.nature.com/articles/s41598-026-73829-5_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Climate action","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7215130438.pdf","grobid_xml":"https://content.openalex.org/works/W7215130438.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4389307716"],"related_works":["https://openalex.org/W7163572213","https://openalex.org/W7167408173","https://openalex.org/W4413004715","https://openalex.org/W4417298544","https://openalex.org/W4406213015","https://openalex.org/W7168077716","https://openalex.org/W4415011471","https://openalex.org/W4403236083","https://openalex.org/W4413856300","https://openalex.org/W4400727996"],"abstract_inverted_index":{"This":[0,353],"research":[1,41,354],"analyzes":[2],"sustainable":[3,55,141,284,329,346],"construction":[4,23,56,76,112,132,142,152,201,330,347,363],"practices":[5,57,113,133,153],"and":[6,9,19,54,75,94,100,111,134,210,225,229,288,345,362,375],"technology":[7],"adoption,":[8],"their":[10],"relationships":[11,147,175],"with":[12,58,114,131,151,200],"the":[13,20,31,39,46,71,89,95,127,146,155,174,196,205,233,239,296,326,338,369],"adoption":[14],"of":[15,22,48,50,73,120,129,198,227,236,275,278,298,304,315,328,340,342,371],"Agile":[16,25,62,106],"Project":[17,26,63,107],"Management":[18,27,108],"resilience":[21,60,136,321,333],"projects.":[24],"is":[28,163,208],"incorporated":[29],"in":[30,77,178,202,232,307,368],"model":[32],"as":[33,38,172],"a":[34,83,179],"bridge.":[35],"Employing":[36],"DCT":[37],"major":[40],"foundation,":[42],"this":[43,170],"study":[44],"assesses":[45],"role":[47],"integration":[49,72,128,150,197,303,341],"Artificial":[51,115,305,343],"Intelligence":[52,116,306,344],"(AI)":[53],"project":[59,121,135,160,290,308,311,317,320,332,351,373,376],"through":[61,295],"Management.":[64],"The":[65,79,91,192,267,313],"Technology-Organization-Environment":[66],"framework":[67,85,93,194,297],"provides":[68,82],"context":[69],"to":[70,86,117,165,188,222,261,263,282],"AI":[74,130,149,199,361],"Pakistan.":[78,237],"CAS":[80,96,206],"theory":[81,97,207],"wider":[84],"think":[87],"about":[88],"system.":[90],"T-O-E":[92,193],"are":[98,137],"integrated":[99,209],"do":[101],"not":[102,212],"require":[103,213],"empirical":[104,214],"evidence.":[105,215],"combines":[109],"sustainability":[110,367],"facilitate":[118],"achievement":[119],"resilience.":[122,161,312,352,377],"Findings":[123],"demonstrate":[124],"that":[125,302],"both":[126],"positively":[138,349],"influenced":[139,350],"by":[140,359],"practices.":[143],"Of":[144,238],"all":[145,173],"evaluated,":[148],"showed":[154,301],"highest":[156],"positive":[157],"influence":[158],"on":[159,252,319,331,366],"It":[162],"important":[164],"exercise":[166],"caution":[167],"when":[168],"interpreting":[169],"relationship,":[171],"were":[176,246,258,293],"assessed":[177],"single,":[180],"cross-sectional":[181],"survey,":[182],"therefore,":[183],"it":[184],"could":[185],"be":[186],"attributed":[187],"common":[189],"method":[190],"biases.":[191],"addresses":[195],"Pakistan,":[203],"while":[204],"does":[211],"A":[216],"Construct":[217],"validity":[218],"approach":[219],"was":[220,250,269,323,335],"used":[221],"assess":[223,283],"professionals":[224],"students":[226],"Construction":[228],"related":[230],"disciplines":[231],"Punjab":[234],"province":[235],"300":[240],"questionnaires":[241],"distributed,":[242],"244":[243],"completed":[244],"responses":[245],"received.":[247],"PLS-SEM":[248],"analysis":[249,268],"performed":[251],"188":[253],"questionnaires,":[254],"from":[255],"which":[256],"56":[257],"rejected":[259],"due":[260],"failure":[262],"meet":[264],"quality":[265],"standards.":[266],"conducted":[270],"using":[271],"an":[272],"adapted":[273],"form":[274],"multi-item":[276],"scales":[277],"5-point":[279],"Likert":[280],"scale,":[281],"construction,":[285],"artificial":[286],"intelligence,":[287],"agile":[289,316,372],"management.":[291],"Data":[292],"analyzed":[294],"PLS-SEM.":[299],"Results":[300],"management":[309,318,374],"enhanced":[310],"effect":[314,327],"also":[322,334],"positive.":[324,336],"Further,":[325],"Additionally,":[337],"effects":[339],"combined":[348],"extends":[355],"Dynamic":[356],"Capabilities":[357],"Theory,":[358],"incorporating":[360],"methods":[364],"focused":[365],"field":[370]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-02T00:00:00"}